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Integrating folksonomies with the semantic web

Specia, L. and Motta, E. (2007). Integrating folksonomies with the semantic web. In: Franconi, E.; Kifer, M. and May, W. eds. The Semantic Web: Research and Applications. Berlin: Springer, pp. 624–639.

DOI (Digital Object Identifier) Link: http://dx.doi.org/10.1007/978-3-540-72667-8
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Abstract

While tags in collaborative tagging systems serve primarily an indexing purpose, facilitating search and navigation of resources, the use of the same tags by more than one individual can yield a collective classification schema. We present an approach for making explicit the semantics behind the tag space in social tagging systems, so that this collaborative organization can emerge in the form of groups of concepts and partial ontologies. This is achieved by using a combination of shallow pre-processing strategies and statistical techniques together with knowledge provided by ontologies available on the semantic web. Preliminary results on the del.icio.us and Flickr tag sets show that the approach is very promising: it generates clusters with highly related tags corresponding to concepts in ontologies and meaningful relationships among subsets of these tags can be identified.

Item Type: Book Chapter
ISBN: 3-540-72666-7, 978-3-540-72666-1
Academic Unit/Department: Knowledge Media Institute
Interdisciplinary Research Centre: Centre for Research in Computing (CRC)
Item ID: 15676
Depositing User: Colin Smith
Date Deposited: 14 Apr 2009 09:10
Last Modified: 02 Dec 2010 20:26
URI: http://oro.open.ac.uk/id/eprint/15676
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